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» Direct Optimization of Ranking Measures
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101
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ICML
2003
IEEE
16 years 1 months ago
Optimizing Classifier Performance via an Approximation to the Wilcoxon-Mann-Whitney Statistic
When the goal is to achieve the best correct classification rate, cross entropy and mean squared error are typical cost functions used to optimize classifier performance. However,...
Lian Yan, Robert H. Dodier, Michael Mozer, Richard...
82
Voted
MOBICOM
2009
ACM
15 years 7 months ago
Optimal beam scheduling for multicasting in wireless networks
We consider the problem of efficient link-layer multicasting in wireless networks with switched beamforming antennas. The inherent tradeoff between multicasting and beamforming ...
Karthikeyan Sundaresan, Kishore Ramachandran, Samp...
97
Voted
INFOCOM
1994
IEEE
15 years 4 months ago
An Algorithm for Optimal Service Provisioning using Resource Pricing
We propose a microeconomic approach to service provisioning in ATM networks. Our provisioning procedure consists of two algorithms, one executed by the network and the other by in...
Steven H. Low, Pravin Varaiya
ROBOCUP
2004
Springer
85views Robotics» more  ROBOCUP 2004»
15 years 5 months ago
Optimizing Precision of Self-Localization in the Simulated Robotics Soccer
We show that all published visual data processing methods for the simulated robotic soccer so far were not utilizing all available information, because they were mainly based on he...
Vadim Kyrylov, David Brokenshire, Eddie Hou
108
Voted
WSDM
2010
ACM
236views Data Mining» more  WSDM 2010»
15 years 10 months ago
Personalized Click Prediction in Sponsored Search
Sponsored search is a multi-billion dollar business that generates most of the revenue for search engines. Predicting the probability that users click on ads is crucial to sponsor...
Erick Cantú-Paz, Haibin Cheng